| kpi | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| finalize | 6,811 | 7,781 | 9,072 | 5,653 | 7,536 | 8,334 | 7,118 | 8,255 | 4,945 |
| appr | 6,811 | 7,781 | 9,072 | 5,653 | 7,536 | 8,334 | 7,118 | 8,255 | 4,945 |
| loansize_amt | 370,820,000 | 408,517,000 | 475,345,000 | 292,605,000 | 389,391,000 | 425,696,000 | 366,025,000 | 451,506,000 | 241,133,600 |
| fdd_amt | 138,888,000 | 159,288,000 | 187,282,000 | 116,317,000 | 158,266,000 | 204,223,000 | 188,204,000 | 218,738,000 | 126,435,400 |
| kpi | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| avg_fdd | 20,391.72 | 20,471.40 | 20,643.96 | 20,576.15 | 21,001.33 | 24,504.80 | 26,440.57 | 26,497.64 | 25,568.33 |
| avg_loansize | 54,963.29 | 52,907.98 | 52,723.77 | 52,033.43 | 51,963.38 | 51,320.61 | 51,737.15 | 54,918.35 | 49,121.56 |
| per_appr | 30.75 | 28.51 | 27.99 | 28.55 | 30.41 | 29.12 | 29.94 | 28.77 | 26.11 |
| per_early60D | 31.39 | 31.40 | 31.56 | 30.21 | 31.75 | 33.27 | 32.85 | 5.44 | 0.00 |
| result | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| A | 6,811 | 7,781 | 9,072 | 5,653 | 7,536 | 8,334 | 7,118 | 8,255 | 4,945 |
| C | 2,758 | 3,206 | 3,467 | 2,163 | 2,398 | 2,952 | 2,430 | 2,915 | 2,064 |
| D | 12,583 | 16,305 | 19,868 | 11,982 | 14,844 | 17,332 | 14,224 | 17,526 | 11,927 |
| result | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| A | 30.75 | 28.51 | 27.99 | 28.55 | 30.41 | 29.12 | 29.94 | 28.77 | 26.11 |
| C | 12.45 | 11.75 | 10.70 | 10.93 | 9.68 | 10.32 | 10.22 | 10.16 | 10.90 |
| D | 56.80 | 59.74 | 61.31 | 60.52 | 59.91 | 60.56 | 59.84 | 61.07 | 62.99 |
| result_description | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 | reason_desc |
|---|---|---|---|---|---|---|---|---|---|---|
| D09 | 3,035 | 4,142 | 4,844 | 2,986 | 3,676 | 4,337 | 3,392 | 3,464 | 1,464 | ประมาณการรายได้ไม่เพียงพอต่อการชำระหนี้ |
| D11 | 3,144 | 3,956 | 4,923 | 2,977 | 3,861 | 4,523 | 4,048 | 5,675 | 3,723 | credit scoring ต่ำกว่าเกณฑ์ที่กำหนด |
| D24 | 3,898 | 4,936 | 5,921 | 3,515 | 4,332 | 4,956 | 4,128 | 4,956 | 3,397 | ประวัติ NCB Negative ออกจดหมายแจ้งลูกค้า |
| D30 | NA | NA | NA | NA | NA | NA | 1 | 196 | 566 | ภาระหนี้ใน NCB สูง ออกจดหมายแจ้งลูกค้า |
| D36 | NA | NA | NA | NA | NA | NA | NA | NA | 612 | สินเชื่อบุคคลเกินเกณฑ์ BOT ออกจดหมาย NCB |
| result_description | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 | reason_desc |
|---|---|---|---|---|---|---|---|---|---|---|
| D09 | 24.12 | 25.40 | 24.38 | 24.92 | 24.76 | 25.02 | 23.85 | 19.76 | 12.27 | ประมาณการรายได้ไม่เพียงพอต่อการชำระหนี้ |
| D11 | 24.99 | 24.26 | 24.78 | 24.85 | 26.01 | 26.10 | 28.46 | 32.38 | 31.21 | credit scoring ต่ำกว่าเกณฑ์ที่กำหนด |
| D24 | 30.98 | 30.27 | 29.80 | 29.34 | 29.18 | 28.59 | 29.02 | 28.28 | 28.48 | ประวัติ NCB Negative ออกจดหมายแจ้งลูกค้า |
| D30 | NA | NA | NA | NA | NA | NA | 0.01 | 1.12 | 4.75 | ภาระหนี้ใน NCB สูง ออกจดหมายแจ้งลูกค้า |
| D36 | NA | NA | NA | NA | NA | NA | NA | NA | 5.13 | สินเชื่อบุคคลเกินเกณฑ์ BOT ออกจดหมาย NCB |
| result_description | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 | reason_desc |
|---|---|---|---|---|---|---|---|---|---|---|
| C01 | 696 | 916 | 923 | 522 | 705 | 803 | 616 | 740 | 477 | ลูกค้ายกเลิกใบสมัคร/ไม่รับเงินโอนก้อนแรก |
| C02 | 290 | 318 | 299 | 197 | 280 | 426 | 395 | 595 | 550 | Consent ไม่สมบูรณ์ / NCB ไม่ยอมรับ |
| C03 | 398 | 348 | 451 | 337 | 174 | 187 | 173 | 122 | 109 | ส่ง SMS ติดต่อผู้สมัคร |
| C04 | 697 | 859 | 956 | 572 | 533 | 713 | 574 | 680 | 428 | ส่ง SMS แจ้งใบสมัคร หรือเอกสารประกอบฯ ไม่สมบูรณ์ |
| C74 | 517 | 656 | 680 | 438 | 546 | 625 | 527 | 630 | 379 | สมัครสินเชื่อซ้ำประเภท / ส่งใบสมัครซ้ำซ้อน |
| result_description | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 | reason_desc |
|---|---|---|---|---|---|---|---|---|---|---|
| C01 | 25.24 | 28.57 | 26.62 | 24.13 | 29.40 | 27.20 | 25.35 | 25.39 | 23.11 | ลูกค้ายกเลิกใบสมัคร/ไม่รับเงินโอนก้อนแรก |
| C02 | 10.51 | 9.92 | 8.62 | 9.11 | 11.68 | 14.43 | 16.26 | 20.41 | 26.65 | Consent ไม่สมบูรณ์ / NCB ไม่ยอมรับ |
| C03 | 14.43 | 10.85 | 13.01 | 15.58 | 7.26 | 6.33 | 7.12 | 4.19 | 5.28 | ส่ง SMS ติดต่อผู้สมัคร |
| C04 | 25.27 | 26.79 | 27.57 | 26.44 | 22.23 | 24.15 | 23.62 | 23.33 | 20.74 | ส่ง SMS แจ้งใบสมัคร หรือเอกสารประกอบฯ ไม่สมบูรณ์ |
| C74 | 18.75 | 20.46 | 19.61 | 20.25 | 22.77 | 21.17 | 21.69 | 21.61 | 18.36 | สมัครสินเชื่อซ้ำประเภท / ส่งใบสมัครซ้ำซ้อน |
| income_range | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| 10,000-14,999 | 4,159 | 5,338 | 6,805 | 4,312 | 5,639 | 6,396 | 5,013 | 5,627 | 3,022 |
| 15,000-19,999 | 8,091 | 10,285 | 11,985 | 7,461 | 9,206 | 10,558 | 8,964 | 10,563 | 6,631 |
| 20,000-29,999 | 5,812 | 6,850 | 8,062 | 4,835 | 6,211 | 7,290 | 5,883 | 7,443 | 5,145 |
| 30,000 up | 3,513 | 3,996 | 4,429 | 2,518 | 3,016 | 3,558 | 3,298 | 4,261 | 3,642 |
Customer income historgram for last 4 month, (interactive graph)
Customer income density (mountain)
## Warning: Removed 635 rows containing non-finite values
## (stat_density_ridges).
| cus_age_range | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| 10-19 | 1 | 1 | 1 | NA | 1 | 2 | 1 | NA | 2 |
| 20-26 | 5,181 | 6,276 | 7,351 | 4,510 | 6,331 | 7,260 | 6,054 | 7,542 | 5,058 |
| 27-30 | 4,306 | 5,367 | 6,388 | 3,895 | 5,075 | 5,819 | 4,730 | 5,770 | 3,634 |
| 31-40 | 8,088 | 10,115 | 12,103 | 7,414 | 8,834 | 10,217 | 8,554 | 10,210 | 6,695 |
| 41-50 | 3,420 | 4,145 | 5,017 | 3,056 | 3,494 | 4,054 | 3,437 | 3,919 | 2,661 |
| 51-60 | 1,138 | 1,369 | 1,523 | 906 | 1,034 | 1,250 | 978 | 1,230 | 873 |
| 61-90 | 18 | 18 | 23 | 17 | 9 | 16 | 18 | 25 | 13 |
| NA | NA | 1 | 1 | NA | NA | NA | NA | NA | NA |
Customer age historgram for last 4 month, (interactive graph)
Customer age density (mountain)
## Warning: Removed 58 rows containing non-finite values (stat_binline).
| region2 | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| BKK | 10,815 | 13,112 | 15,675 | 9,507 | 12,191 | 13,924 | 10,731 | 13,018 | 8,880 |
| C | 997 | 1,216 | 1,683 | 985 | 1,023 | 1,106 | 1,276 | 1,420 | 997 |
| E | 3,886 | 5,161 | 5,919 | 3,665 | 4,623 | 5,170 | 4,809 | 5,651 | 3,664 |
| N | 1,272 | 1,667 | 1,892 | 1,075 | 1,255 | 1,458 | 1,671 | 2,288 | 1,216 |
| NE | 2,061 | 2,449 | 2,799 | 1,727 | 2,042 | 2,813 | 1,949 | 2,137 | 1,469 |
| S | 1,910 | 2,264 | 2,703 | 1,674 | 2,299 | 2,655 | 2,100 | 2,655 | 1,673 |
| W | 1,180 | 1,393 | 1,693 | 1,145 | 1,313 | 1,459 | 1,209 | 1,505 | 1,015 |
| NA | 31 | 30 | 43 | 20 | 32 | 33 | 27 | 22 | 22 |
| region2 | y201701 | y201702 | y201703 | y201704 | y201705 | y201706 | y201707 | y201708 | y201709 |
|---|---|---|---|---|---|---|---|---|---|
| BKK | 48.82 | 48.04 | 48.37 | 48.02 | 49.20 | 48.65 | 45.14 | 45.37 | 46.89 |
| C | 4.50 | 4.46 | 5.19 | 4.98 | 4.13 | 3.86 | 5.37 | 4.95 | 5.27 |
| E | 17.54 | 18.91 | 18.26 | 18.51 | 18.66 | 18.07 | 20.23 | 19.69 | 19.35 |
| N | 5.74 | 6.11 | 5.84 | 5.43 | 5.06 | 5.09 | 7.03 | 7.97 | 6.42 |
| NE | 9.30 | 8.97 | 8.64 | 8.72 | 8.24 | 9.83 | 8.20 | 7.45 | 7.76 |
| S | 8.62 | 8.30 | 8.34 | 8.46 | 9.28 | 9.28 | 8.83 | 9.25 | 8.84 |
| W | 5.33 | 5.10 | 5.22 | 5.78 | 5.30 | 5.10 | 5.09 | 5.24 | 5.36 |
| NA | 0.14 | 0.11 | 0.13 | 0.10 | 0.13 | 0.12 | 0.11 | 0.08 | 0.12 |
Customer province map, (interactive map)